MILab-PKU / dcptLinks
Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
☆52Updated 4 months ago
Alternatives and similar repositories for dcpt
Users that are interested in dcpt are comparing it to the libraries listed below
Sorting:
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆68Updated 3 weeks ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆67Updated 3 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 10 months ago
- ☆52Updated last month
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆35Updated 7 months ago
- ☆89Updated 4 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆44Updated 11 months ago
- ☆80Updated 2 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆75Updated 4 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆28Updated 5 months ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆32Updated 7 months ago
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring☆61Updated 3 weeks ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆58Updated last year
- ☆50Updated last year
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆31Updated last month
- ☆46Updated 10 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆81Updated last year
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆52Updated 2 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated 3 months ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆15Updated 11 months ago
- The official Pytorch Implementation of AnyIR for All in One Image Restoration☆25Updated 5 months ago
- ☆23Updated 5 months ago
- [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline☆42Updated 7 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆115Updated 5 months ago
- [ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining☆102Updated last week
- ☆23Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆76Updated last year
- [CVPR 2024] Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring☆29Updated last year
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆25Updated 6 months ago
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆72Updated 11 months ago